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Raman spectroscopy accurately differentiates mucosal healing from non-healing and biochemical changes following biological therapy in inflammatory bowel disease.
Smith, Samuel C L; Banbury, Carl; Zardo, Davide; Cannatelli, Rosanna; Nardone, Olga M; Shivaji, Uday N; Ghosh, Subrata; Oppenheimer, Pola Goldberg; Iacucci, Marietta.
Afiliação
  • Smith SCL; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Banbury C; Chemical Engineering, University of Birmingham, Birmingham, United Kingdom.
  • Zardo D; University Hospitals Birmingham NHS Foundation Trust, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom.
  • Cannatelli R; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Nardone OM; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Shivaji UN; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Ghosh S; National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom.
  • Oppenheimer PG; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Iacucci M; University Hospitals Birmingham NHS Foundation Trust, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom.
PLoS One ; 16(6): e0252210, 2021.
Article em En | MEDLINE | ID: mdl-34077453
BACKGROUND: Mucosal healing (MH) is a key treatment target in the management of inflammatory bowel disease (IBD) and is defined in endoscopic terms by the newly published PICaSSO score. Raman Spectroscopy (RS) is based on the scattering of inelastic light giving spectra that are highly specific for individual molecules. We aimed to establish spectral changes before and after treatment and whether Raman Spectroscopy is able to accurately differentiate between inflammation and MH. METHODS: Biopsies were taken for ex vivo RS analysis alongside biopsies for histological analysis from IBD patients undergoing optical diagnosis endoscopic assessment. We compared pre- vs. post-biological treatment in IBD patients and healthy controls and active vs. MH in UC and CD. For spectral analysis, we used supervised self-organising maps for separation and classification. RESULTS: A total of 23 patients (14 IBD, 9 HC) were recruited for comparison of pre- vs. post-biologic treatment and 74 IBD patients were included for the assessment of MH in IBD, giving 9700 Raman Spectra. Spectral differences were seen between pre- and post-treatment which were observed comparing MH vs. active inflammation. Reductions in intensity at 1003cm-1 and 1252cm-1 when a reduction in inflammation was seen post-treatment and when MH was present. MH was associated with an increase in intensity at 1304cm-1. The trained neural network differentiated MH from active inflammation with a sensitivity, specificity, PPV, NPV and accuracy in UC of 96.29% (sd 0.94), 95.03% (sd 1.52), 94.89% (sd 1.59), 96.33 (sd 0.97) and 95.65 (sd 0.99) and 96.19% (sd 1.46), 88% (sd 4.20), 86.60% (sd 5.39), 96.55% (sd 1.32) and 91.6% (sd 2.75) in CD respectively. CONCLUSION: We demonstrated RS can demonstrate biochemical changes following treatment of IBD and accurately differentiates MH from active inflammation in IBD and might be a future tool to personalise therapeutic management in IBD.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Análise Espectral Raman / Cicatrização / Terapia Biológica / Biomarcadores / Doenças Inflamatórias Intestinais / Mucosa Intestinal Tipo de estudo: Observational_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: PLoS One Assunto da revista: CIENCIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Análise Espectral Raman / Cicatrização / Terapia Biológica / Biomarcadores / Doenças Inflamatórias Intestinais / Mucosa Intestinal Tipo de estudo: Observational_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: PLoS One Assunto da revista: CIENCIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido